DeepNote: Note-Centric Deep Retrieval-Augmented Generation

Ruobing Wang; Qingfei Zhao; Yukun Yan (闫宇坤); Daren Zha; Yuxuan Chen; Shi Yu (于是); Zhenghao Liu (刘正皓); Yixuan Wang; Shuo Wang (王硕); Xu Han (韩旭); Zhiyuan Liu; Maosong Sun (孙茂松)

DeepNote: Note-Centric Deep Retrieval-Augmented Generation

Ruobing Wang, Qingfei Zhao, Yukun Yan, Daren Zha, Yuxuan Chen, Shi Yu, Zhenghao Liu, Yixuan Wang, Shuo Wang, Xu Han, Zhiyuan Liu, Maosong Sun

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Anthology ID:: 2025.findings-emnlp.1073
Volume:: Findings of the Association for Computational Linguistics: EMNLP 2025
Month:: November
Year:: 2025
Address:: Suzhou, China
Editors:: Christos Christodoulopoulos, Tanmoy Chakraborty, Carolyn Rose, Violet Peng
Venue:: Findings
SIG:
Publisher:: Association for Computational Linguistics
Note:
Pages:: 19688–19715
Language:
URL:: https://aclanthology.org/2025.findings-emnlp.1073/
DOI:
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Cite (ACL):: Ruobing Wang, Qingfei Zhao, Yukun Yan, Daren Zha, Yuxuan Chen, Shi Yu, Zhenghao Liu, Yixuan Wang, Shuo Wang, Xu Han, Zhiyuan Liu, and Maosong Sun. 2025. DeepNote: Note-Centric Deep Retrieval-Augmented Generation. In Findings of the Association for Computational Linguistics: EMNLP 2025, pages 19688–19715, Suzhou, China. Association for Computational Linguistics.
Cite (Informal):: DeepNote: Note-Centric Deep Retrieval-Augmented Generation (Wang et al., Findings 2025)
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PDF:: https://aclanthology.org/2025.findings-emnlp.1073.pdf
Checklist:: 2025.findings-emnlp.1073.checklist.pdf

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@inproceedings{wang-etal-2025-deepnote,
    title = "{D}eep{N}ote: Note-Centric Deep Retrieval-Augmented Generation",
    author = "Wang, Ruobing  and
      Zhao, Qingfei  and
      Yan, Yukun  and
      Zha, Daren  and
      Chen, Yuxuan  and
      Yu, Shi  and
      Liu, Zhenghao  and
      Wang, Yixuan  and
      Wang, Shuo  and
      Han, Xu  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.findings-emnlp.1073/",
    pages = "19688--19715",
    ISBN = "979-8-89176-335-7",
    abstract = ""
}

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%0 Conference Proceedings
%T DeepNote: Note-Centric Deep Retrieval-Augmented Generation
%A Wang, Ruobing
%A Zhao, Qingfei
%A Yan, Yukun
%A Zha, Daren
%A Chen, Yuxuan
%A Yu, Shi
%A Liu, Zhenghao
%A Wang, Yixuan
%A Wang, Shuo
%A Han, Xu
%A Liu, Zhiyuan
%A Sun, Maosong
%Y Christodoulopoulos, Christos
%Y Chakraborty, Tanmoy
%Y Rose, Carolyn
%Y Peng, Violet
%S Findings of the Association for Computational Linguistics: EMNLP 2025
%D 2025
%8 November
%I Association for Computational Linguistics
%C Suzhou, China
%@ 979-8-89176-335-7
%F wang-etal-2025-deepnote
%U https://aclanthology.org/2025.findings-emnlp.1073/
%P 19688-19715

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Markdown (Informal)

[DeepNote: Note-Centric Deep Retrieval-Augmented Generation](https://aclanthology.org/2025.findings-emnlp.1073/) (Wang et al., Findings 2025)

DeepNote: Note-Centric Deep Retrieval-Augmented Generation (Wang et al., Findings 2025)

ACL

Ruobing Wang, Qingfei Zhao, Yukun Yan, Daren Zha, Yuxuan Chen, Shi Yu, Zhenghao Liu, Yixuan Wang, Shuo Wang, Xu Han, Zhiyuan Liu, and Maosong Sun. 2025. DeepNote: Note-Centric Deep Retrieval-Augmented Generation. In Findings of the Association for Computational Linguistics: EMNLP 2025, pages 19688–19715, Suzhou, China. Association for Computational Linguistics.